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Document clustering is a technique to classify documents into certain number of groups based on some notion of closeness between documents. For now days internet moving so fast, and it causes a large number of high dimensional data which needs to be classified on some grounds to enable efficient processing and organization of data. For the example for this cases are blogs, E-commerce, Social networking, etc, use various clustering techniques for this purpose. some algorithm that use this paper are clustering using K-Means, and Jaccard algorithm.